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Andrea
Constantinof
Director, Engineering AI & ML
theScore
Andrea is the Director of Engineering AI & Machine Learning at theScore. Full bio coming soon.
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20 November 2025 12:00 - 12:30
Panel | From pilot to production: Shipping enterprise ready AI systems
In this session, we’ll walk through the architectural, operational, and governance decisions that define enterprise-ready GenAI systems, including: Key takeaways: → Designing for real-time performance, throughput, and latency across use cases. → Choosing between proprietary models, open source, and fine-tuned LLMs and managing that complexity over time. → Building observability and feedback loops into your stack to track model drift and measure business impact. → Putting the right controls in place for data privacy, access, and regulatory compliance.